{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "3077c947-6d1f-4b65-b31f-2d1121b2e7a8",
   "metadata": {},
   "source": [
    "# Appendix Tables: Single Source Searches Unblinding Results\n",
    "\n",
    "In this short notebook, we display the unblinded sources lists as they are shown in Table 2 and Table 3 of the paper \"Evidence for Neutrino Emission from X-ray Bright Active Galactic Nuclei with IceCube\"\n",
    "\n",
    "The tables contain the following columns:\n",
    "- Source Name\n",
    "- R.A.: Right Ascension of the source in degrees\n",
    "- Dec.: Declination of the source in degrees\n",
    "- $n_\\mathrm{s}$: fitted mean number of signal events for the unbroken power-law hypothesis\n",
    "- $\\gamma$: fitted spectral index for the unbroken power-law hypothesis\n",
    "- -log10pval: negative log10 of the local unblinded p-value for the unbroken power-law hypothesis\n",
    "- n_sigma: Gaussian-equivalent of the local p-value in $\\sigma$\n",
    "- n_sigma_post: trial corrected significance of the most significant source in terms of $\\sigma$ (reported only for the top sources, NaN otherwise)\n",
    "- $\\phi_{90\\%}^{E^{-2}}$: 90% flux upper limit for the power-law hypothesis for a spectral index $\\gamma = 2$\n",
    "- $\\phi_{90\\%}^{E^{-3}}$: 90% flux upper limit for the power-law hypothesis for a spectral index $\\gamma = 3$\n",
    "\n",
    "For the x-ray bright table only, we also report:\n",
    "- F20-50-intr: The intrinsic X-ray flux of the sources in the 20-50 keV band from the BASS catalog\n",
    "- $n_\\mathrm{s}$ Model: fitted mean number of signal events for Seyfert model hypothesis\n",
    "- -log10pval_model: negative log10 of the local unblinded p-value for the unbroken power-law hypothesis\n",
    "- n_sigma_model: Gaussian-equivalent of the local p-value in $\\sigma$\n",
    "- $n_{\\mathrm{s}_{90\\%}}^{\\mathrm{Model}}$: 90% $n_s$ upper limit for the Seyfert model hypothesis."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "8c1a847e-9ca0-4e45-b25b-922341315d5a",
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "f9411908-310e-4103-a966-a0593444c749",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Display all the rows in the tables\n",
    "pd.set_option(\"display.max_rows\", None)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "215270b2-dce7-4fc7-9c03-0b443a436ff4",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Load results tables\n",
    "gammaray_results = pd.read_csv('./unblinded_gammaray_cat_floating_gamma.csv')\n",
    "xray_bright_results = pd.read_csv('./unblinded_xray_bright_cat.csv')"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "e160fb6b",
   "metadata": {},
   "source": [
    "## Table 2: 110 gamma-ray emitters tested under the power-law signal hypothesis"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "8f901a72-f8ea-475f-b965-e4ec2b2dc9b8",
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Source Name</th>\n",
       "      <th>R.A.</th>\n",
       "      <th>Dec.</th>\n",
       "      <th>n$_\\mathrm{s}$</th>\n",
       "      <th>$\\gamma$</th>\n",
       "      <th>-log10pval</th>\n",
       "      <th>n_sigma</th>\n",
       "      <th>n_sigma_post</th>\n",
       "      <th>$\\phi_{90\\%}^{E^{-2}}$</th>\n",
       "      <th>$\\phi_{90\\%}^{E^{-3}}$</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>NGC1068</td>\n",
       "      <td>40.67</td>\n",
       "      <td>-0.01</td>\n",
       "      <td>102.0</td>\n",
       "      <td>3.4</td>\n",
       "      <td>6.665119</td>\n",
       "      <td>5.1</td>\n",
       "      <td>4.067274</td>\n",
       "      <td>6.602496e-13</td>\n",
       "      <td>3.855628e-11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>PKS1424+240</td>\n",
       "      <td>216.76</td>\n",
       "      <td>23.80</td>\n",
       "      <td>96.0</td>\n",
       "      <td>3.6</td>\n",
       "      <td>4.115615</td>\n",
       "      <td>3.8</td>\n",
       "      <td>NaN</td>\n",
       "      <td>8.253029e-13</td>\n",
       "      <td>2.271605e-11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>TXS0506+056</td>\n",
       "      <td>77.36</td>\n",
       "      <td>5.70</td>\n",
       "      <td>5.0</td>\n",
       "      <td>1.9</td>\n",
       "      <td>3.366190</td>\n",
       "      <td>3.3</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5.249968e-13</td>\n",
       "      <td>2.495168e-11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>GB6J1542+6129</td>\n",
       "      <td>235.76</td>\n",
       "      <td>61.50</td>\n",
       "      <td>27.0</td>\n",
       "      <td>3.2</td>\n",
       "      <td>1.902164</td>\n",
       "      <td>2.2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9.307312e-13</td>\n",
       "      <td>1.457962e-11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>LQAC284+003</td>\n",
       "      <td>284.48</td>\n",
       "      <td>3.22</td>\n",
       "      <td>14.0</td>\n",
       "      <td>2.6</td>\n",
       "      <td>1.586934</td>\n",
       "      <td>1.9</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.372073e-13</td>\n",
       "      <td>1.784543e-11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>S30458-02</td>\n",
       "      <td>75.30</td>\n",
       "      <td>-1.97</td>\n",
       "      <td>34.0</td>\n",
       "      <td>4.4</td>\n",
       "      <td>1.437098</td>\n",
       "      <td>1.8</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.857890e-13</td>\n",
       "      <td>1.801683e-11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>OJ014</td>\n",
       "      <td>122.86</td>\n",
       "      <td>1.78</td>\n",
       "      <td>49.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>1.398756</td>\n",
       "      <td>1.8</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.992944e-13</td>\n",
       "      <td>1.739142e-11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>MG2J201534+3710</td>\n",
       "      <td>303.89</td>\n",
       "      <td>37.18</td>\n",
       "      <td>45.0</td>\n",
       "      <td>3.8</td>\n",
       "      <td>1.342422</td>\n",
       "      <td>1.7</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5.563895e-13</td>\n",
       "      <td>1.194127e-11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>B20619+33</td>\n",
       "      <td>95.73</td>\n",
       "      <td>33.43</td>\n",
       "      <td>48.0</td>\n",
       "      <td>4.4</td>\n",
       "      <td>1.271024</td>\n",
       "      <td>1.6</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5.182855e-13</td>\n",
       "      <td>1.174839e-11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>MGROJ1908+06</td>\n",
       "      <td>286.91</td>\n",
       "      <td>6.32</td>\n",
       "      <td>2.0</td>\n",
       "      <td>1.8</td>\n",
       "      <td>1.252530</td>\n",
       "      <td>1.6</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.254454e-13</td>\n",
       "      <td>1.519733e-11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>NGC5380</td>\n",
       "      <td>209.33</td>\n",
       "      <td>37.50</td>\n",
       "      <td>12.0</td>\n",
       "      <td>2.7</td>\n",
       "      <td>1.248473</td>\n",
       "      <td>1.6</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5.363938e-13</td>\n",
       "      <td>1.151511e-11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>B21215+30</td>\n",
       "      <td>184.48</td>\n",
       "      <td>30.12</td>\n",
       "      <td>20.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>1.239119</td>\n",
       "      <td>1.6</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.894782e-13</td>\n",
       "      <td>1.175728e-11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>NGC2146</td>\n",
       "      <td>94.53</td>\n",
       "      <td>78.33</td>\n",
       "      <td>2.0</td>\n",
       "      <td>1.3</td>\n",
       "      <td>1.237943</td>\n",
       "      <td>1.6</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9.737097e-13</td>\n",
       "      <td>1.386455e-11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>B30609+413</td>\n",
       "      <td>93.22</td>\n",
       "      <td>41.37</td>\n",
       "      <td>9.0</td>\n",
       "      <td>2.4</td>\n",
       "      <td>1.212912</td>\n",
       "      <td>1.5</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5.494073e-13</td>\n",
       "      <td>1.109003e-11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>S20109+22</td>\n",
       "      <td>18.03</td>\n",
       "      <td>22.75</td>\n",
       "      <td>23.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>1.114283</td>\n",
       "      <td>1.4</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.107377e-13</td>\n",
       "      <td>1.172626e-11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>3C454.3</td>\n",
       "      <td>343.50</td>\n",
       "      <td>16.15</td>\n",
       "      <td>2.0</td>\n",
       "      <td>1.6</td>\n",
       "      <td>1.092082</td>\n",
       "      <td>1.4</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.728828e-13</td>\n",
       "      <td>1.249157e-11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>B22234+28A</td>\n",
       "      <td>339.10</td>\n",
       "      <td>28.48</td>\n",
       "      <td>28.0</td>\n",
       "      <td>3.3</td>\n",
       "      <td>1.038240</td>\n",
       "      <td>1.3</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.484136e-13</td>\n",
       "      <td>1.094641e-11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>TXS0603+476</td>\n",
       "      <td>91.86</td>\n",
       "      <td>47.66</td>\n",
       "      <td>35.0</td>\n",
       "      <td>4.4</td>\n",
       "      <td>1.028724</td>\n",
       "      <td>1.3</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5.509465e-13</td>\n",
       "      <td>1.026877e-11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>S51044+71</td>\n",
       "      <td>162.11</td>\n",
       "      <td>71.73</td>\n",
       "      <td>45.0</td>\n",
       "      <td>4.4</td>\n",
       "      <td>0.949587</td>\n",
       "      <td>1.2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>8.648208e-13</td>\n",
       "      <td>1.110823e-11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>M31</td>\n",
       "      <td>10.82</td>\n",
       "      <td>41.24</td>\n",
       "      <td>20.0</td>\n",
       "      <td>3.5</td>\n",
       "      <td>0.924349</td>\n",
       "      <td>1.2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.762318e-13</td>\n",
       "      <td>9.610554e-12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>PKS1441+25</td>\n",
       "      <td>220.99</td>\n",
       "      <td>25.03</td>\n",
       "      <td>6.0</td>\n",
       "      <td>2.2</td>\n",
       "      <td>0.923256</td>\n",
       "      <td>1.2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.913031e-13</td>\n",
       "      <td>1.061447e-11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>3C273</td>\n",
       "      <td>187.27</td>\n",
       "      <td>2.05</td>\n",
       "      <td>34.0</td>\n",
       "      <td>4.4</td>\n",
       "      <td>0.863905</td>\n",
       "      <td>1.1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.385792e-13</td>\n",
       "      <td>1.289820e-11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>7C2010+4619</td>\n",
       "      <td>303.02</td>\n",
       "      <td>46.49</td>\n",
       "      <td>4.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>0.843762</td>\n",
       "      <td>1.1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.808523e-13</td>\n",
       "      <td>9.009767e-12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>PKS1502+106</td>\n",
       "      <td>226.10</td>\n",
       "      <td>10.50</td>\n",
       "      <td>7.0</td>\n",
       "      <td>2.3</td>\n",
       "      <td>0.830200</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.893285e-13</td>\n",
       "      <td>1.144990e-11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>B22308+34</td>\n",
       "      <td>347.77</td>\n",
       "      <td>34.42</td>\n",
       "      <td>27.0</td>\n",
       "      <td>3.8</td>\n",
       "      <td>0.799869</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.204413e-13</td>\n",
       "      <td>9.030550e-12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>TXS0518+211</td>\n",
       "      <td>80.44</td>\n",
       "      <td>21.21</td>\n",
       "      <td>14.0</td>\n",
       "      <td>2.9</td>\n",
       "      <td>0.756445</td>\n",
       "      <td>0.9</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.327221e-13</td>\n",
       "      <td>9.330142e-12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>PKS1717+177</td>\n",
       "      <td>259.81</td>\n",
       "      <td>17.75</td>\n",
       "      <td>28.0</td>\n",
       "      <td>3.7</td>\n",
       "      <td>0.752799</td>\n",
       "      <td>0.9</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.183198e-13</td>\n",
       "      <td>9.923456e-12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>PMNJ0948+0022</td>\n",
       "      <td>147.24</td>\n",
       "      <td>0.37</td>\n",
       "      <td>23.0</td>\n",
       "      <td>4.4</td>\n",
       "      <td>0.707858</td>\n",
       "      <td>0.9</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.072026e-13</td>\n",
       "      <td>1.200316e-11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>TXS1902+556</td>\n",
       "      <td>285.81</td>\n",
       "      <td>55.68</td>\n",
       "      <td>18.0</td>\n",
       "      <td>3.7</td>\n",
       "      <td>0.706000</td>\n",
       "      <td>0.9</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.689928e-13</td>\n",
       "      <td>8.057809e-12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>IC678</td>\n",
       "      <td>168.56</td>\n",
       "      <td>6.63</td>\n",
       "      <td>15.0</td>\n",
       "      <td>2.8</td>\n",
       "      <td>0.703416</td>\n",
       "      <td>0.8</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.475700e-13</td>\n",
       "      <td>1.066033e-11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>4C+55.17</td>\n",
       "      <td>149.42</td>\n",
       "      <td>55.38</td>\n",
       "      <td>18.0</td>\n",
       "      <td>3.4</td>\n",
       "      <td>0.697978</td>\n",
       "      <td>0.8</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.746370e-13</td>\n",
       "      <td>8.147087e-12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>4C+38.41</td>\n",
       "      <td>248.82</td>\n",
       "      <td>38.14</td>\n",
       "      <td>4.0</td>\n",
       "      <td>2.4</td>\n",
       "      <td>0.681370</td>\n",
       "      <td>0.8</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.939692e-13</td>\n",
       "      <td>7.926290e-12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>PKS0215+015</td>\n",
       "      <td>34.46</td>\n",
       "      <td>1.73</td>\n",
       "      <td>24.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>0.670893</td>\n",
       "      <td>0.8</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.105904e-13</td>\n",
       "      <td>1.116945e-11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>Mkn421</td>\n",
       "      <td>166.12</td>\n",
       "      <td>38.21</td>\n",
       "      <td>12.0</td>\n",
       "      <td>2.8</td>\n",
       "      <td>0.670736</td>\n",
       "      <td>0.8</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.903143e-13</td>\n",
       "      <td>7.890422e-12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34</th>\n",
       "      <td>NVSSJ141826-023336</td>\n",
       "      <td>214.61</td>\n",
       "      <td>-2.56</td>\n",
       "      <td>11.0</td>\n",
       "      <td>4.4</td>\n",
       "      <td>0.647840</td>\n",
       "      <td>0.8</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.010133e-13</td>\n",
       "      <td>1.209199e-11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35</th>\n",
       "      <td>OJ287</td>\n",
       "      <td>133.71</td>\n",
       "      <td>20.12</td>\n",
       "      <td>24.0</td>\n",
       "      <td>4.4</td>\n",
       "      <td>0.626794</td>\n",
       "      <td>0.7</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.960505e-13</td>\n",
       "      <td>8.445220e-12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36</th>\n",
       "      <td>SBS0846+513</td>\n",
       "      <td>132.51</td>\n",
       "      <td>51.14</td>\n",
       "      <td>7.0</td>\n",
       "      <td>3.1</td>\n",
       "      <td>0.591930</td>\n",
       "      <td>0.7</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.233731e-13</td>\n",
       "      <td>7.209782e-12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>37</th>\n",
       "      <td>1ES0647+250</td>\n",
       "      <td>102.70</td>\n",
       "      <td>25.05</td>\n",
       "      <td>23.0</td>\n",
       "      <td>4.4</td>\n",
       "      <td>0.585318</td>\n",
       "      <td>0.6</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.088980e-13</td>\n",
       "      <td>8.171480e-12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>38</th>\n",
       "      <td>PKSB1130+008</td>\n",
       "      <td>173.20</td>\n",
       "      <td>0.57</td>\n",
       "      <td>17.0</td>\n",
       "      <td>4.4</td>\n",
       "      <td>0.577678</td>\n",
       "      <td>0.6</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.883480e-13</td>\n",
       "      <td>1.021184e-11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>39</th>\n",
       "      <td>1ES1959+650</td>\n",
       "      <td>300.01</td>\n",
       "      <td>65.15</td>\n",
       "      <td>6.0</td>\n",
       "      <td>2.8</td>\n",
       "      <td>0.568940</td>\n",
       "      <td>0.6</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5.607752e-13</td>\n",
       "      <td>7.709091e-12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>40</th>\n",
       "      <td>BLLac</td>\n",
       "      <td>330.69</td>\n",
       "      <td>42.28</td>\n",
       "      <td>16.0</td>\n",
       "      <td>3.7</td>\n",
       "      <td>0.556889</td>\n",
       "      <td>0.6</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.732130e-13</td>\n",
       "      <td>7.206643e-12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>41</th>\n",
       "      <td>PKS0235+164</td>\n",
       "      <td>39.67</td>\n",
       "      <td>16.62</td>\n",
       "      <td>20.0</td>\n",
       "      <td>3.8</td>\n",
       "      <td>0.533056</td>\n",
       "      <td>0.5</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.600369e-13</td>\n",
       "      <td>7.956474e-12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>42</th>\n",
       "      <td>B20218+357</td>\n",
       "      <td>35.28</td>\n",
       "      <td>35.94</td>\n",
       "      <td>14.0</td>\n",
       "      <td>4.4</td>\n",
       "      <td>0.446283</td>\n",
       "      <td>0.4</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.157960e-13</td>\n",
       "      <td>6.160687e-12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>43</th>\n",
       "      <td>MG4J200112+4352</td>\n",
       "      <td>300.30</td>\n",
       "      <td>43.89</td>\n",
       "      <td>7.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>0.442067</td>\n",
       "      <td>0.4</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.423966e-13</td>\n",
       "      <td>6.257189e-12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>44</th>\n",
       "      <td>Ton599</td>\n",
       "      <td>179.88</td>\n",
       "      <td>29.24</td>\n",
       "      <td>14.0</td>\n",
       "      <td>4.4</td>\n",
       "      <td>0.439414</td>\n",
       "      <td>0.3</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.905107e-13</td>\n",
       "      <td>6.502575e-12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>45</th>\n",
       "      <td>NGC1275</td>\n",
       "      <td>49.96</td>\n",
       "      <td>41.51</td>\n",
       "      <td>7.0</td>\n",
       "      <td>3.2</td>\n",
       "      <td>0.434338</td>\n",
       "      <td>0.3</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.222678e-13</td>\n",
       "      <td>5.970501e-12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>46</th>\n",
       "      <td>TXS1055+567</td>\n",
       "      <td>164.67</td>\n",
       "      <td>56.46</td>\n",
       "      <td>5.0</td>\n",
       "      <td>3.5</td>\n",
       "      <td>0.432557</td>\n",
       "      <td>0.3</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.722157e-13</td>\n",
       "      <td>5.730966e-12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>47</th>\n",
       "      <td>RXJ1931.1+0937</td>\n",
       "      <td>292.78</td>\n",
       "      <td>9.63</td>\n",
       "      <td>12.0</td>\n",
       "      <td>4.4</td>\n",
       "      <td>0.426197</td>\n",
       "      <td>0.3</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.085341e-13</td>\n",
       "      <td>7.658734e-12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>48</th>\n",
       "      <td>4C+14.23</td>\n",
       "      <td>111.32</td>\n",
       "      <td>14.42</td>\n",
       "      <td>12.0</td>\n",
       "      <td>3.8</td>\n",
       "      <td>0.414307</td>\n",
       "      <td>0.3</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.231689e-13</td>\n",
       "      <td>6.946350e-12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49</th>\n",
       "      <td>Arp299</td>\n",
       "      <td>172.07</td>\n",
       "      <td>58.52</td>\n",
       "      <td>8.0</td>\n",
       "      <td>4.4</td>\n",
       "      <td>0.399285</td>\n",
       "      <td>0.3</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.743993e-13</td>\n",
       "      <td>5.549434e-12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>50</th>\n",
       "      <td>Mkn501</td>\n",
       "      <td>253.47</td>\n",
       "      <td>39.76</td>\n",
       "      <td>9.0</td>\n",
       "      <td>4.4</td>\n",
       "      <td>0.371515</td>\n",
       "      <td>0.2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.971091e-13</td>\n",
       "      <td>5.512342e-12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>51</th>\n",
       "      <td>S41250+53</td>\n",
       "      <td>193.31</td>\n",
       "      <td>53.02</td>\n",
       "      <td>5.0</td>\n",
       "      <td>4.4</td>\n",
       "      <td>0.367936</td>\n",
       "      <td>0.2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.365019e-13</td>\n",
       "      <td>5.120377e-12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>52</th>\n",
       "      <td>4C+15.54</td>\n",
       "      <td>241.77</td>\n",
       "      <td>15.84</td>\n",
       "      <td>10.0</td>\n",
       "      <td>4.4</td>\n",
       "      <td>0.358526</td>\n",
       "      <td>0.2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.110216e-13</td>\n",
       "      <td>6.232595e-12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>53</th>\n",
       "      <td>NVSSJ184425+154646</td>\n",
       "      <td>281.12</td>\n",
       "      <td>15.79</td>\n",
       "      <td>7.0</td>\n",
       "      <td>4.4</td>\n",
       "      <td>0.328883</td>\n",
       "      <td>0.1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.059943e-13</td>\n",
       "      <td>6.096354e-12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>54</th>\n",
       "      <td>B22114+33</td>\n",
       "      <td>319.06</td>\n",
       "      <td>33.66</td>\n",
       "      <td>3.0</td>\n",
       "      <td>2.8</td>\n",
       "      <td>0.326963</td>\n",
       "      <td>0.1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.672313e-13</td>\n",
       "      <td>5.064905e-12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>55</th>\n",
       "      <td>4C+28.07</td>\n",
       "      <td>39.47</td>\n",
       "      <td>28.80</td>\n",
       "      <td>3.0</td>\n",
       "      <td>2.9</td>\n",
       "      <td>0.315634</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.476110e-13</td>\n",
       "      <td>5.114421e-12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>56</th>\n",
       "      <td>B31343+451</td>\n",
       "      <td>206.39</td>\n",
       "      <td>44.88</td>\n",
       "      <td>2.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>0.305047</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.877513e-13</td>\n",
       "      <td>4.764127e-12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>57</th>\n",
       "      <td>4C+41.11</td>\n",
       "      <td>65.98</td>\n",
       "      <td>41.83</td>\n",
       "      <td>1.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>0.300695</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.755395e-13</td>\n",
       "      <td>4.554281e-12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>58</th>\n",
       "      <td>PKS0735+17</td>\n",
       "      <td>114.54</td>\n",
       "      <td>17.71</td>\n",
       "      <td>3.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>0.295364</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.053945e-13</td>\n",
       "      <td>5.471811e-12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>59</th>\n",
       "      <td>OX169</td>\n",
       "      <td>325.89</td>\n",
       "      <td>17.73</td>\n",
       "      <td>4.0</td>\n",
       "      <td>4.4</td>\n",
       "      <td>0.272603</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.993063e-13</td>\n",
       "      <td>5.310798e-12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>60</th>\n",
       "      <td>M82</td>\n",
       "      <td>148.95</td>\n",
       "      <td>69.67</td>\n",
       "      <td>4.0</td>\n",
       "      <td>4.4</td>\n",
       "      <td>0.262546</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.071632e-13</td>\n",
       "      <td>4.695163e-12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>61</th>\n",
       "      <td>MG2J043337+2905</td>\n",
       "      <td>68.41</td>\n",
       "      <td>29.10</td>\n",
       "      <td>1.0</td>\n",
       "      <td>4.4</td>\n",
       "      <td>0.261822</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.262231e-13</td>\n",
       "      <td>4.352152e-12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>62</th>\n",
       "      <td>WComae</td>\n",
       "      <td>185.38</td>\n",
       "      <td>28.24</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4.4</td>\n",
       "      <td>0.251790</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.200376e-13</td>\n",
       "      <td>4.448904e-12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>63</th>\n",
       "      <td>S51803+784</td>\n",
       "      <td>270.17</td>\n",
       "      <td>78.47</td>\n",
       "      <td>0.0</td>\n",
       "      <td>3.9</td>\n",
       "      <td>0.003854</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6.121970e-13</td>\n",
       "      <td>8.091300e-12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>64</th>\n",
       "      <td>PMNJ0709-0255</td>\n",
       "      <td>107.45</td>\n",
       "      <td>-2.93</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4.3</td>\n",
       "      <td>0.002228</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.587154e-13</td>\n",
       "      <td>8.093890e-12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>65</th>\n",
       "      <td>PKS1216-010</td>\n",
       "      <td>184.64</td>\n",
       "      <td>-1.33</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4.4</td>\n",
       "      <td>0.001860</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.443750e-13</td>\n",
       "      <td>6.669059e-12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>66</th>\n",
       "      <td>PKS0422+00</td>\n",
       "      <td>66.19</td>\n",
       "      <td>0.60</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4.4</td>\n",
       "      <td>0.001792</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.441678e-13</td>\n",
       "      <td>6.710184e-12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>67</th>\n",
       "      <td>PKS0420-01</td>\n",
       "      <td>65.83</td>\n",
       "      <td>-1.33</td>\n",
       "      <td>0.0</td>\n",
       "      <td>3.4</td>\n",
       "      <td>0.001776</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.432506e-13</td>\n",
       "      <td>6.807872e-12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>68</th>\n",
       "      <td>OT081</td>\n",
       "      <td>267.88</td>\n",
       "      <td>9.65</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2.8</td>\n",
       "      <td>0.001769</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.765033e-13</td>\n",
       "      <td>5.856927e-12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>69</th>\n",
       "      <td>CTA102</td>\n",
       "      <td>338.15</td>\n",
       "      <td>11.73</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4.4</td>\n",
       "      <td>0.001742</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.723095e-13</td>\n",
       "      <td>5.312394e-12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>70</th>\n",
       "      <td>PKS0336-01</td>\n",
       "      <td>54.88</td>\n",
       "      <td>-1.78</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4.4</td>\n",
       "      <td>0.001696</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.500815e-13</td>\n",
       "      <td>7.428505e-12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>71</th>\n",
       "      <td>PKS0736+01</td>\n",
       "      <td>114.82</td>\n",
       "      <td>1.62</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4.4</td>\n",
       "      <td>0.001671</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.412809e-13</td>\n",
       "      <td>6.208946e-12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>72</th>\n",
       "      <td>PKS0440-00</td>\n",
       "      <td>70.66</td>\n",
       "      <td>-0.30</td>\n",
       "      <td>0.0</td>\n",
       "      <td>3.7</td>\n",
       "      <td>0.001662</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.362135e-13</td>\n",
       "      <td>6.250449e-12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>73</th>\n",
       "      <td>1H1720+117</td>\n",
       "      <td>261.27</td>\n",
       "      <td>11.87</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4.4</td>\n",
       "      <td>0.001656</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.735307e-13</td>\n",
       "      <td>5.219718e-12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>74</th>\n",
       "      <td>4C+01.28</td>\n",
       "      <td>164.62</td>\n",
       "      <td>1.56</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4.1</td>\n",
       "      <td>0.001645</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.406437e-13</td>\n",
       "      <td>6.285574e-12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>75</th>\n",
       "      <td>M87</td>\n",
       "      <td>187.71</td>\n",
       "      <td>12.39</td>\n",
       "      <td>0.0</td>\n",
       "      <td>3.3</td>\n",
       "      <td>0.001629</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.808083e-13</td>\n",
       "      <td>5.440189e-12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>76</th>\n",
       "      <td>4C+01.02</td>\n",
       "      <td>17.17</td>\n",
       "      <td>1.58</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4.4</td>\n",
       "      <td>0.001592</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.411013e-13</td>\n",
       "      <td>6.453205e-12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>77</th>\n",
       "      <td>OG050</td>\n",
       "      <td>83.17</td>\n",
       "      <td>7.55</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4.3</td>\n",
       "      <td>0.001587</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.630215e-13</td>\n",
       "      <td>5.885147e-12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>78</th>\n",
       "      <td>TXS0141+268</td>\n",
       "      <td>26.15</td>\n",
       "      <td>27.09</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4.4</td>\n",
       "      <td>0.001569</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.221403e-13</td>\n",
       "      <td>4.709658e-12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>79</th>\n",
       "      <td>RGBJ2243+203</td>\n",
       "      <td>340.99</td>\n",
       "      <td>20.36</td>\n",
       "      <td>0.0</td>\n",
       "      <td>3.3</td>\n",
       "      <td>0.001568</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.019895e-13</td>\n",
       "      <td>4.826613e-12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>80</th>\n",
       "      <td>PKS0829+046</td>\n",
       "      <td>127.97</td>\n",
       "      <td>4.49</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2.3</td>\n",
       "      <td>0.001500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.551765e-13</td>\n",
       "      <td>6.133378e-12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>81</th>\n",
       "      <td>MG1J123931+0443</td>\n",
       "      <td>189.89</td>\n",
       "      <td>4.73</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4.4</td>\n",
       "      <td>0.001487</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.514970e-13</td>\n",
       "      <td>5.920543e-12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>82</th>\n",
       "      <td>PG1553+113</td>\n",
       "      <td>238.93</td>\n",
       "      <td>11.19</td>\n",
       "      <td>0.0</td>\n",
       "      <td>3.7</td>\n",
       "      <td>0.001475</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.676046e-13</td>\n",
       "      <td>5.339260e-12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>83</th>\n",
       "      <td>PKS2032+107</td>\n",
       "      <td>308.85</td>\n",
       "      <td>10.94</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4.4</td>\n",
       "      <td>0.001467</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.681512e-13</td>\n",
       "      <td>5.335465e-12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>84</th>\n",
       "      <td>4C+21.35</td>\n",
       "      <td>186.23</td>\n",
       "      <td>21.38</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4.4</td>\n",
       "      <td>0.001452</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.938610e-13</td>\n",
       "      <td>4.703174e-12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>85</th>\n",
       "      <td>PG1218+304</td>\n",
       "      <td>185.34</td>\n",
       "      <td>30.17</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4.4</td>\n",
       "      <td>0.001439</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.235856e-13</td>\n",
       "      <td>4.546322e-12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>86</th>\n",
       "      <td>RXJ1754.1+3212</td>\n",
       "      <td>268.55</td>\n",
       "      <td>32.20</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4.4</td>\n",
       "      <td>0.001436</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.330578e-13</td>\n",
       "      <td>4.577892e-12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>87</th>\n",
       "      <td>Arp220</td>\n",
       "      <td>233.70</td>\n",
       "      <td>23.53</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4.4</td>\n",
       "      <td>0.001421</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.072915e-13</td>\n",
       "      <td>4.682516e-12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>88</th>\n",
       "      <td>MG1J021114+1051</td>\n",
       "      <td>32.81</td>\n",
       "      <td>10.86</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4.4</td>\n",
       "      <td>0.001412</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.716635e-13</td>\n",
       "      <td>5.273053e-12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>89</th>\n",
       "      <td>87GB194024.3+102612</td>\n",
       "      <td>295.70</td>\n",
       "      <td>10.56</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4.4</td>\n",
       "      <td>0.001397</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.728363e-13</td>\n",
       "      <td>5.444779e-12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>90</th>\n",
       "      <td>PKS0502+049</td>\n",
       "      <td>76.34</td>\n",
       "      <td>5.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4.4</td>\n",
       "      <td>0.001391</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.504007e-13</td>\n",
       "      <td>5.667032e-12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>91</th>\n",
       "      <td>1ES0033+595</td>\n",
       "      <td>8.98</td>\n",
       "      <td>59.83</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4.4</td>\n",
       "      <td>0.001388</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.594150e-13</td>\n",
       "      <td>4.924824e-12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>92</th>\n",
       "      <td>NGC3424</td>\n",
       "      <td>162.91</td>\n",
       "      <td>32.89</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4.4</td>\n",
       "      <td>0.001376</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.333812e-13</td>\n",
       "      <td>4.552507e-12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>93</th>\n",
       "      <td>GB6J1037+5711</td>\n",
       "      <td>159.43</td>\n",
       "      <td>57.19</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4.4</td>\n",
       "      <td>0.001367</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.270086e-13</td>\n",
       "      <td>4.675604e-12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>94</th>\n",
       "      <td>ON246</td>\n",
       "      <td>187.56</td>\n",
       "      <td>25.30</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4.4</td>\n",
       "      <td>0.001365</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.070259e-13</td>\n",
       "      <td>4.335449e-12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>95</th>\n",
       "      <td>PKS1502+036</td>\n",
       "      <td>226.27</td>\n",
       "      <td>3.45</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4.4</td>\n",
       "      <td>0.001352</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.453586e-13</td>\n",
       "      <td>5.901169e-12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>96</th>\n",
       "      <td>PKS0507+17</td>\n",
       "      <td>77.52</td>\n",
       "      <td>18.01</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4.4</td>\n",
       "      <td>0.001351</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.847446e-13</td>\n",
       "      <td>4.699282e-12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>97</th>\n",
       "      <td>B21520+31</td>\n",
       "      <td>230.55</td>\n",
       "      <td>31.74</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4.4</td>\n",
       "      <td>0.001350</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.343610e-13</td>\n",
       "      <td>4.522674e-12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>98</th>\n",
       "      <td>PG1246+586</td>\n",
       "      <td>192.08</td>\n",
       "      <td>58.34</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4.4</td>\n",
       "      <td>0.001310</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.309402e-13</td>\n",
       "      <td>4.625693e-12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>99</th>\n",
       "      <td>1ES0806+524</td>\n",
       "      <td>122.46</td>\n",
       "      <td>52.31</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4.4</td>\n",
       "      <td>0.001299</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.055526e-13</td>\n",
       "      <td>4.583027e-12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>100</th>\n",
       "      <td>PKS0019+058</td>\n",
       "      <td>5.64</td>\n",
       "      <td>6.13</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.6</td>\n",
       "      <td>0.001261</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.537763e-13</td>\n",
       "      <td>5.603285e-12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>101</th>\n",
       "      <td>TXS2241+406</td>\n",
       "      <td>341.06</td>\n",
       "      <td>40.96</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4.4</td>\n",
       "      <td>0.001236</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.637704e-13</td>\n",
       "      <td>4.461342e-12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>102</th>\n",
       "      <td>TXS1452+516</td>\n",
       "      <td>223.62</td>\n",
       "      <td>51.41</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2.6</td>\n",
       "      <td>0.001228</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.032818e-13</td>\n",
       "      <td>4.369323e-12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>103</th>\n",
       "      <td>1H1013+498</td>\n",
       "      <td>153.77</td>\n",
       "      <td>49.43</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4.4</td>\n",
       "      <td>0.001172</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.921480e-13</td>\n",
       "      <td>4.482619e-12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>104</th>\n",
       "      <td>B30133+388</td>\n",
       "      <td>24.14</td>\n",
       "      <td>39.10</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4.4</td>\n",
       "      <td>0.001165</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.454648e-13</td>\n",
       "      <td>4.396627e-12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>105</th>\n",
       "      <td>S40814+42</td>\n",
       "      <td>124.56</td>\n",
       "      <td>42.38</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4.4</td>\n",
       "      <td>0.001132</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.629333e-13</td>\n",
       "      <td>4.239389e-12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>106</th>\n",
       "      <td>S40917+44</td>\n",
       "      <td>140.23</td>\n",
       "      <td>44.70</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4.4</td>\n",
       "      <td>0.001066</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.619497e-13</td>\n",
       "      <td>4.073800e-12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>107</th>\n",
       "      <td>3C66A</td>\n",
       "      <td>35.67</td>\n",
       "      <td>43.04</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4.4</td>\n",
       "      <td>0.000991</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.586590e-13</td>\n",
       "      <td>4.301115e-12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>108</th>\n",
       "      <td>S41749+70</td>\n",
       "      <td>267.16</td>\n",
       "      <td>70.10</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4.4</td>\n",
       "      <td>0.000989</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.702671e-13</td>\n",
       "      <td>4.162661e-12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>109</th>\n",
       "      <td>S50716+71</td>\n",
       "      <td>110.49</td>\n",
       "      <td>71.34</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4.4</td>\n",
       "      <td>0.000894</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.476082e-13</td>\n",
       "      <td>3.790805e-12</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "             Source Name    R.A.   Dec.  n$_\\mathrm{s}$  $\\gamma$  -log10pval  \\\n",
       "0                NGC1068   40.67  -0.01           102.0       3.4    6.665119   \n",
       "1            PKS1424+240  216.76  23.80            96.0       3.6    4.115615   \n",
       "2            TXS0506+056   77.36   5.70             5.0       1.9    3.366190   \n",
       "3          GB6J1542+6129  235.76  61.50            27.0       3.2    1.902164   \n",
       "4            LQAC284+003  284.48   3.22            14.0       2.6    1.586934   \n",
       "5              S30458-02   75.30  -1.97            34.0       4.4    1.437098   \n",
       "6                  OJ014  122.86   1.78            49.0       4.0    1.398756   \n",
       "7        MG2J201534+3710  303.89  37.18            45.0       3.8    1.342422   \n",
       "8              B20619+33   95.73  33.43            48.0       4.4    1.271024   \n",
       "9           MGROJ1908+06  286.91   6.32             2.0       1.8    1.252530   \n",
       "10               NGC5380  209.33  37.50            12.0       2.7    1.248473   \n",
       "11             B21215+30  184.48  30.12            20.0       3.0    1.239119   \n",
       "12               NGC2146   94.53  78.33             2.0       1.3    1.237943   \n",
       "13            B30609+413   93.22  41.37             9.0       2.4    1.212912   \n",
       "14             S20109+22   18.03  22.75            23.0       3.0    1.114283   \n",
       "15               3C454.3  343.50  16.15             2.0       1.6    1.092082   \n",
       "16            B22234+28A  339.10  28.48            28.0       3.3    1.038240   \n",
       "17           TXS0603+476   91.86  47.66            35.0       4.4    1.028724   \n",
       "18             S51044+71  162.11  71.73            45.0       4.4    0.949587   \n",
       "19                   M31   10.82  41.24            20.0       3.5    0.924349   \n",
       "20            PKS1441+25  220.99  25.03             6.0       2.2    0.923256   \n",
       "21                 3C273  187.27   2.05            34.0       4.4    0.863905   \n",
       "22           7C2010+4619  303.02  46.49             4.0       2.0    0.843762   \n",
       "23           PKS1502+106  226.10  10.50             7.0       2.3    0.830200   \n",
       "24             B22308+34  347.77  34.42            27.0       3.8    0.799869   \n",
       "25           TXS0518+211   80.44  21.21            14.0       2.9    0.756445   \n",
       "26           PKS1717+177  259.81  17.75            28.0       3.7    0.752799   \n",
       "27         PMNJ0948+0022  147.24   0.37            23.0       4.4    0.707858   \n",
       "28           TXS1902+556  285.81  55.68            18.0       3.7    0.706000   \n",
       "29                 IC678  168.56   6.63            15.0       2.8    0.703416   \n",
       "30              4C+55.17  149.42  55.38            18.0       3.4    0.697978   \n",
       "31              4C+38.41  248.82  38.14             4.0       2.4    0.681370   \n",
       "32           PKS0215+015   34.46   1.73            24.0       4.0    0.670893   \n",
       "33                Mkn421  166.12  38.21            12.0       2.8    0.670736   \n",
       "34    NVSSJ141826-023336  214.61  -2.56            11.0       4.4    0.647840   \n",
       "35                 OJ287  133.71  20.12            24.0       4.4    0.626794   \n",
       "36           SBS0846+513  132.51  51.14             7.0       3.1    0.591930   \n",
       "37           1ES0647+250  102.70  25.05            23.0       4.4    0.585318   \n",
       "38          PKSB1130+008  173.20   0.57            17.0       4.4    0.577678   \n",
       "39           1ES1959+650  300.01  65.15             6.0       2.8    0.568940   \n",
       "40                 BLLac  330.69  42.28            16.0       3.7    0.556889   \n",
       "41           PKS0235+164   39.67  16.62            20.0       3.8    0.533056   \n",
       "42            B20218+357   35.28  35.94            14.0       4.4    0.446283   \n",
       "43       MG4J200112+4352  300.30  43.89             7.0       3.0    0.442067   \n",
       "44                Ton599  179.88  29.24            14.0       4.4    0.439414   \n",
       "45               NGC1275   49.96  41.51             7.0       3.2    0.434338   \n",
       "46           TXS1055+567  164.67  56.46             5.0       3.5    0.432557   \n",
       "47        RXJ1931.1+0937  292.78   9.63            12.0       4.4    0.426197   \n",
       "48              4C+14.23  111.32  14.42            12.0       3.8    0.414307   \n",
       "49                Arp299  172.07  58.52             8.0       4.4    0.399285   \n",
       "50                Mkn501  253.47  39.76             9.0       4.4    0.371515   \n",
       "51             S41250+53  193.31  53.02             5.0       4.4    0.367936   \n",
       "52              4C+15.54  241.77  15.84            10.0       4.4    0.358526   \n",
       "53    NVSSJ184425+154646  281.12  15.79             7.0       4.4    0.328883   \n",
       "54             B22114+33  319.06  33.66             3.0       2.8    0.326963   \n",
       "55              4C+28.07   39.47  28.80             3.0       2.9    0.315634   \n",
       "56            B31343+451  206.39  44.88             2.0       3.0    0.305047   \n",
       "57              4C+41.11   65.98  41.83             1.0       3.0    0.300695   \n",
       "58            PKS0735+17  114.54  17.71             3.0       3.0    0.295364   \n",
       "59                 OX169  325.89  17.73             4.0       4.4    0.272603   \n",
       "60                   M82  148.95  69.67             4.0       4.4    0.262546   \n",
       "61       MG2J043337+2905   68.41  29.10             1.0       4.4    0.261822   \n",
       "62                WComae  185.38  28.24             0.0       4.4    0.251790   \n",
       "63            S51803+784  270.17  78.47             0.0       3.9    0.003854   \n",
       "64         PMNJ0709-0255  107.45  -2.93             0.0       4.3    0.002228   \n",
       "65           PKS1216-010  184.64  -1.33             0.0       4.4    0.001860   \n",
       "66            PKS0422+00   66.19   0.60             0.0       4.4    0.001792   \n",
       "67            PKS0420-01   65.83  -1.33             0.0       3.4    0.001776   \n",
       "68                 OT081  267.88   9.65             0.0       2.8    0.001769   \n",
       "69                CTA102  338.15  11.73             0.0       4.4    0.001742   \n",
       "70            PKS0336-01   54.88  -1.78             0.0       4.4    0.001696   \n",
       "71            PKS0736+01  114.82   1.62             0.0       4.4    0.001671   \n",
       "72            PKS0440-00   70.66  -0.30             0.0       3.7    0.001662   \n",
       "73            1H1720+117  261.27  11.87             0.0       4.4    0.001656   \n",
       "74              4C+01.28  164.62   1.56             0.0       4.1    0.001645   \n",
       "75                   M87  187.71  12.39             0.0       3.3    0.001629   \n",
       "76              4C+01.02   17.17   1.58             0.0       4.4    0.001592   \n",
       "77                 OG050   83.17   7.55             0.0       4.3    0.001587   \n",
       "78           TXS0141+268   26.15  27.09             0.0       4.4    0.001569   \n",
       "79          RGBJ2243+203  340.99  20.36             0.0       3.3    0.001568   \n",
       "80           PKS0829+046  127.97   4.49             0.0       2.3    0.001500   \n",
       "81       MG1J123931+0443  189.89   4.73             0.0       4.4    0.001487   \n",
       "82            PG1553+113  238.93  11.19             0.0       3.7    0.001475   \n",
       "83           PKS2032+107  308.85  10.94             0.0       4.4    0.001467   \n",
       "84              4C+21.35  186.23  21.38             0.0       4.4    0.001452   \n",
       "85            PG1218+304  185.34  30.17             0.0       4.4    0.001439   \n",
       "86        RXJ1754.1+3212  268.55  32.20             0.0       4.4    0.001436   \n",
       "87                Arp220  233.70  23.53             0.0       4.4    0.001421   \n",
       "88       MG1J021114+1051   32.81  10.86             0.0       4.4    0.001412   \n",
       "89   87GB194024.3+102612  295.70  10.56             0.0       4.4    0.001397   \n",
       "90           PKS0502+049   76.34   5.00             0.0       4.4    0.001391   \n",
       "91           1ES0033+595    8.98  59.83             0.0       4.4    0.001388   \n",
       "92               NGC3424  162.91  32.89             0.0       4.4    0.001376   \n",
       "93         GB6J1037+5711  159.43  57.19             0.0       4.4    0.001367   \n",
       "94                 ON246  187.56  25.30             0.0       4.4    0.001365   \n",
       "95           PKS1502+036  226.27   3.45             0.0       4.4    0.001352   \n",
       "96            PKS0507+17   77.52  18.01             0.0       4.4    0.001351   \n",
       "97             B21520+31  230.55  31.74             0.0       4.4    0.001350   \n",
       "98            PG1246+586  192.08  58.34             0.0       4.4    0.001310   \n",
       "99           1ES0806+524  122.46  52.31             0.0       4.4    0.001299   \n",
       "100          PKS0019+058    5.64   6.13             0.0       1.6    0.001261   \n",
       "101          TXS2241+406  341.06  40.96             0.0       4.4    0.001236   \n",
       "102          TXS1452+516  223.62  51.41             0.0       2.6    0.001228   \n",
       "103           1H1013+498  153.77  49.43             0.0       4.4    0.001172   \n",
       "104           B30133+388   24.14  39.10             0.0       4.4    0.001165   \n",
       "105            S40814+42  124.56  42.38             0.0       4.4    0.001132   \n",
       "106            S40917+44  140.23  44.70             0.0       4.4    0.001066   \n",
       "107                3C66A   35.67  43.04             0.0       4.4    0.000991   \n",
       "108            S41749+70  267.16  70.10             0.0       4.4    0.000989   \n",
       "109            S50716+71  110.49  71.34             0.0       4.4    0.000894   \n",
       "\n",
       "     n_sigma  n_sigma_post  $\\phi_{90\\%}^{E^{-2}}$  $\\phi_{90\\%}^{E^{-3}}$  \n",
       "0        5.1      4.067274            6.602496e-13            3.855628e-11  \n",
       "1        3.8           NaN            8.253029e-13            2.271605e-11  \n",
       "2        3.3           NaN            5.249968e-13            2.495168e-11  \n",
       "3        2.2           NaN            9.307312e-13            1.457962e-11  \n",
       "4        1.9           NaN            3.372073e-13            1.784543e-11  \n",
       "5        1.8           NaN            2.857890e-13            1.801683e-11  \n",
       "6        1.8           NaN            2.992944e-13            1.739142e-11  \n",
       "7        1.7           NaN            5.563895e-13            1.194127e-11  \n",
       "8        1.6           NaN            5.182855e-13            1.174839e-11  \n",
       "9        1.6           NaN            3.254454e-13            1.519733e-11  \n",
       "10       1.6           NaN            5.363938e-13            1.151511e-11  \n",
       "11       1.6           NaN            4.894782e-13            1.175728e-11  \n",
       "12       1.6           NaN            9.737097e-13            1.386455e-11  \n",
       "13       1.5           NaN            5.494073e-13            1.109003e-11  \n",
       "14       1.4           NaN            4.107377e-13            1.172626e-11  \n",
       "15       1.4           NaN            3.728828e-13            1.249157e-11  \n",
       "16       1.3           NaN            4.484136e-13            1.094641e-11  \n",
       "17       1.3           NaN            5.509465e-13            1.026877e-11  \n",
       "18       1.2           NaN            8.648208e-13            1.110823e-11  \n",
       "19       1.2           NaN            4.762318e-13            9.610554e-12  \n",
       "20       1.2           NaN            3.913031e-13            1.061447e-11  \n",
       "21       1.1           NaN            2.385792e-13            1.289820e-11  \n",
       "22       1.1           NaN            4.808523e-13            9.009767e-12  \n",
       "23       1.0           NaN            2.893285e-13            1.144990e-11  \n",
       "24       1.0           NaN            4.204413e-13            9.030550e-12  \n",
       "25       0.9           NaN            3.327221e-13            9.330142e-12  \n",
       "26       0.9           NaN            3.183198e-13            9.923456e-12  \n",
       "27       0.9           NaN            2.072026e-13            1.200316e-11  \n",
       "28       0.9           NaN            4.689928e-13            8.057809e-12  \n",
       "29       0.8           NaN            2.475700e-13            1.066033e-11  \n",
       "30       0.8           NaN            4.746370e-13            8.147087e-12  \n",
       "31       0.8           NaN            3.939692e-13            7.926290e-12  \n",
       "32       0.8           NaN            2.105904e-13            1.116945e-11  \n",
       "33       0.8           NaN            3.903143e-13            7.890422e-12  \n",
       "34       0.8           NaN            2.010133e-13            1.209199e-11  \n",
       "35       0.7           NaN            2.960505e-13            8.445220e-12  \n",
       "36       0.7           NaN            4.233731e-13            7.209782e-12  \n",
       "37       0.6           NaN            3.088980e-13            8.171480e-12  \n",
       "38       0.6           NaN            1.883480e-13            1.021184e-11  \n",
       "39       0.6           NaN            5.607752e-13            7.709091e-12  \n",
       "40       0.6           NaN            3.732130e-13            7.206643e-12  \n",
       "41       0.5           NaN            2.600369e-13            7.956474e-12  \n",
       "42       0.4           NaN            3.157960e-13            6.160687e-12  \n",
       "43       0.4           NaN            3.423966e-13            6.257189e-12  \n",
       "44       0.3           NaN            2.905107e-13            6.502575e-12  \n",
       "45       0.3           NaN            3.222678e-13            5.970501e-12  \n",
       "46       0.3           NaN            3.722157e-13            5.730966e-12  \n",
       "47       0.3           NaN            2.085341e-13            7.658734e-12  \n",
       "48       0.3           NaN            2.231689e-13            6.946350e-12  \n",
       "49       0.3           NaN            3.743993e-13            5.549434e-12  \n",
       "50       0.2           NaN            2.971091e-13            5.512342e-12  \n",
       "51       0.2           NaN            3.365019e-13            5.120377e-12  \n",
       "52       0.2           NaN            2.110216e-13            6.232595e-12  \n",
       "53       0.1           NaN            2.059943e-13            6.096354e-12  \n",
       "54       0.1           NaN            2.672313e-13            5.064905e-12  \n",
       "55       0.0           NaN            2.476110e-13            5.114421e-12  \n",
       "56       0.0           NaN            2.877513e-13            4.764127e-12  \n",
       "57       0.0           NaN            2.755395e-13            4.554281e-12  \n",
       "58       0.0           NaN            2.053945e-13            5.471811e-12  \n",
       "59       0.0           NaN            1.993063e-13            5.310798e-12  \n",
       "60       0.0           NaN            4.071632e-13            4.695163e-12  \n",
       "61       0.0           NaN            2.262231e-13            4.352152e-12  \n",
       "62       0.0           NaN            2.200376e-13            4.448904e-12  \n",
       "63       0.0           NaN            6.121970e-13            8.091300e-12  \n",
       "64       0.0           NaN            1.587154e-13            8.093890e-12  \n",
       "65       0.0           NaN            1.443750e-13            6.669059e-12  \n",
       "66       0.0           NaN            1.441678e-13            6.710184e-12  \n",
       "67       0.0           NaN            1.432506e-13            6.807872e-12  \n",
       "68       0.0           NaN            1.765033e-13            5.856927e-12  \n",
       "69       0.0           NaN            1.723095e-13            5.312394e-12  \n",
       "70       0.0           NaN            1.500815e-13            7.428505e-12  \n",
       "71       0.0           NaN            1.412809e-13            6.208946e-12  \n",
       "72       0.0           NaN            1.362135e-13            6.250449e-12  \n",
       "73       0.0           NaN            1.735307e-13            5.219718e-12  \n",
       "74       0.0           NaN            1.406437e-13            6.285574e-12  \n",
       "75       0.0           NaN            1.808083e-13            5.440189e-12  \n",
       "76       0.0           NaN            1.411013e-13            6.453205e-12  \n",
       "77       0.0           NaN            1.630215e-13            5.885147e-12  \n",
       "78       0.0           NaN            2.221403e-13            4.709658e-12  \n",
       "79       0.0           NaN            2.019895e-13            4.826613e-12  \n",
       "80       0.0           NaN            1.551765e-13            6.133378e-12  \n",
       "81       0.0           NaN            1.514970e-13            5.920543e-12  \n",
       "82       0.0           NaN            1.676046e-13            5.339260e-12  \n",
       "83       0.0           NaN            1.681512e-13            5.335465e-12  \n",
       "84       0.0           NaN            1.938610e-13            4.703174e-12  \n",
       "85       0.0           NaN            2.235856e-13            4.546322e-12  \n",
       "86       0.0           NaN            2.330578e-13            4.577892e-12  \n",
       "87       0.0           NaN            2.072915e-13            4.682516e-12  \n",
       "88       0.0           NaN            1.716635e-13            5.273053e-12  \n",
       "89       0.0           NaN            1.728363e-13            5.444779e-12  \n",
       "90       0.0           NaN            1.504007e-13            5.667032e-12  \n",
       "91       0.0           NaN            3.594150e-13            4.924824e-12  \n",
       "92       0.0           NaN            2.333812e-13            4.552507e-12  \n",
       "93       0.0           NaN            3.270086e-13            4.675604e-12  \n",
       "94       0.0           NaN            2.070259e-13            4.335449e-12  \n",
       "95       0.0           NaN            1.453586e-13            5.901169e-12  \n",
       "96       0.0           NaN            1.847446e-13            4.699282e-12  \n",
       "97       0.0           NaN            2.343610e-13            4.522674e-12  \n",
       "98       0.0           NaN            3.309402e-13            4.625693e-12  \n",
       "99       0.0           NaN            3.055526e-13            4.583027e-12  \n",
       "100      0.0           NaN            1.537763e-13            5.603285e-12  \n",
       "101      0.0           NaN            2.637704e-13            4.461342e-12  \n",
       "102      0.0           NaN            3.032818e-13            4.369323e-12  \n",
       "103      0.0           NaN            2.921480e-13            4.482619e-12  \n",
       "104      0.0           NaN            2.454648e-13            4.396627e-12  \n",
       "105      0.0           NaN            2.629333e-13            4.239389e-12  \n",
       "106      0.0           NaN            2.619497e-13            4.073800e-12  \n",
       "107      0.0           NaN            2.586590e-13            4.301115e-12  \n",
       "108      0.0           NaN            3.702671e-13            4.162661e-12  \n",
       "109      0.0           NaN            3.476082e-13            3.790805e-12  "
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "gammaray_results"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "8e3360cf",
   "metadata": {},
   "source": [
    "## Table 3: 47 (48 with NGC 1068) X-ray bright emitters tested under the power-law and the Seyfert model signal hypotheses"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "55b17e8a",
   "metadata": {},
   "outputs": [
    {
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       "      <th></th>\n",
       "      <th>Source Name</th>\n",
       "      <th>R.A.</th>\n",
       "      <th>Dec.</th>\n",
       "      <th>F20-50-intr</th>\n",
       "      <th>n$_\\mathrm{s}$</th>\n",
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       "      <th>n_sigma_post</th>\n",
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       "      <th>n$_\\mathrm{s}^{\\mathrm{Model}}$</th>\n",
       "      <th>-log10pval_Model</th>\n",
       "      <th>n_sigma_Model</th>\n",
       "      <th>$n_{s}{_{90\\%}}^{\\mathrm{Model}}$</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>NGC1068</td>\n",
       "      <td>40.67</td>\n",
       "      <td>-0.01</td>\n",
       "      <td>7.720000e-11</td>\n",
       "      <td>102.0</td>\n",
       "      <td>3.4</td>\n",
       "      <td>6.651360</td>\n",
       "      <td>5.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6.602496e-13</td>\n",
       "      <td>3.855628e-11</td>\n",
       "      <td>48.0</td>\n",
       "      <td>5.8</td>\n",
       "      <td>4.7</td>\n",
       "      <td>73.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>NGC7469</td>\n",
       "      <td>345.82</td>\n",
       "      <td>8.87</td>\n",
       "      <td>2.690000e-11</td>\n",
       "      <td>5.0</td>\n",
       "      <td>1.9</td>\n",
       "      <td>4.103911</td>\n",
       "      <td>3.8</td>\n",
       "      <td>2.381454</td>\n",
       "      <td>6.253063e-13</td>\n",
       "      <td>2.657272e-11</td>\n",
       "      <td>7.0</td>\n",
       "      <td>0.9</td>\n",
       "      <td>1.1</td>\n",
       "      <td>58.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>NGC4151</td>\n",
       "      <td>182.64</td>\n",
       "      <td>39.41</td>\n",
       "      <td>1.809000e-10</td>\n",
       "      <td>28.0</td>\n",
       "      <td>2.7</td>\n",
       "      <td>2.945047</td>\n",
       "      <td>3.1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>8.458273e-13</td>\n",
       "      <td>1.780938e-11</td>\n",
       "      <td>23.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>3.1</td>\n",
       "      <td>45.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>CGCG420-015</td>\n",
       "      <td>73.36</td>\n",
       "      <td>4.06</td>\n",
       "      <td>1.770000e-11</td>\n",
       "      <td>35.0</td>\n",
       "      <td>2.7</td>\n",
       "      <td>2.442268</td>\n",
       "      <td>2.7</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.254756e-13</td>\n",
       "      <td>2.221242e-11</td>\n",
       "      <td>33.0</td>\n",
       "      <td>3.4</td>\n",
       "      <td>3.4</td>\n",
       "      <td>46.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>CygnusA</td>\n",
       "      <td>299.87</td>\n",
       "      <td>40.73</td>\n",
       "      <td>4.930000e-11</td>\n",
       "      <td>3.0</td>\n",
       "      <td>1.6</td>\n",
       "      <td>2.184256</td>\n",
       "      <td>2.5</td>\n",
       "      <td>NaN</td>\n",
       "      <td>7.463289e-13</td>\n",
       "      <td>1.538283e-11</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.5</td>\n",
       "      <td>0.5</td>\n",
       "      <td>34.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>LEDA166445</td>\n",
       "      <td>42.68</td>\n",
       "      <td>54.70</td>\n",
       "      <td>1.610000e-11</td>\n",
       "      <td>57.0</td>\n",
       "      <td>4.4</td>\n",
       "      <td>1.769471</td>\n",
       "      <td>2.1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>7.579552e-13</td>\n",
       "      <td>1.369244e-11</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>30.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>NGC4992</td>\n",
       "      <td>197.27</td>\n",
       "      <td>11.63</td>\n",
       "      <td>2.340000e-11</td>\n",
       "      <td>27.0</td>\n",
       "      <td>2.9</td>\n",
       "      <td>1.626501</td>\n",
       "      <td>2.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.062950e-13</td>\n",
       "      <td>1.620053e-11</td>\n",
       "      <td>22.0</td>\n",
       "      <td>2.5</td>\n",
       "      <td>2.7</td>\n",
       "      <td>36.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>NGC1194</td>\n",
       "      <td>45.95</td>\n",
       "      <td>-1.10</td>\n",
       "      <td>3.870000e-11</td>\n",
       "      <td>43.0</td>\n",
       "      <td>4.4</td>\n",
       "      <td>1.463420</td>\n",
       "      <td>1.8</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.951024e-13</td>\n",
       "      <td>1.819637e-11</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.4</td>\n",
       "      <td>0.3</td>\n",
       "      <td>33.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>Mrk1498</td>\n",
       "      <td>247.02</td>\n",
       "      <td>51.78</td>\n",
       "      <td>1.860000e-11</td>\n",
       "      <td>40.0</td>\n",
       "      <td>3.6</td>\n",
       "      <td>1.394877</td>\n",
       "      <td>1.7</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6.532502e-13</td>\n",
       "      <td>1.205359e-11</td>\n",
       "      <td>8.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.3</td>\n",
       "      <td>25.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>MCG+4-48-2</td>\n",
       "      <td>307.15</td>\n",
       "      <td>25.73</td>\n",
       "      <td>4.320000e-11</td>\n",
       "      <td>37.0</td>\n",
       "      <td>3.2</td>\n",
       "      <td>1.392371</td>\n",
       "      <td>1.7</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.931272e-13</td>\n",
       "      <td>1.303010e-11</td>\n",
       "      <td>17.0</td>\n",
       "      <td>1.6</td>\n",
       "      <td>2.0</td>\n",
       "      <td>31.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>NGC3079</td>\n",
       "      <td>150.49</td>\n",
       "      <td>55.68</td>\n",
       "      <td>3.330000e-11</td>\n",
       "      <td>34.0</td>\n",
       "      <td>3.6</td>\n",
       "      <td>1.313145</td>\n",
       "      <td>1.7</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6.638573e-13</td>\n",
       "      <td>1.171989e-11</td>\n",
       "      <td>16.0</td>\n",
       "      <td>1.3</td>\n",
       "      <td>1.6</td>\n",
       "      <td>37.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>Mrk417</td>\n",
       "      <td>162.38</td>\n",
       "      <td>22.96</td>\n",
       "      <td>1.730000e-11</td>\n",
       "      <td>4.0</td>\n",
       "      <td>1.9</td>\n",
       "      <td>1.298943</td>\n",
       "      <td>1.6</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.447667e-13</td>\n",
       "      <td>1.275835e-11</td>\n",
       "      <td>5.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.3</td>\n",
       "      <td>28.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>Q0241+622</td>\n",
       "      <td>41.24</td>\n",
       "      <td>62.47</td>\n",
       "      <td>3.450000e-11</td>\n",
       "      <td>17.0</td>\n",
       "      <td>2.8</td>\n",
       "      <td>1.219354</td>\n",
       "      <td>1.6</td>\n",
       "      <td>NaN</td>\n",
       "      <td>7.800360e-13</td>\n",
       "      <td>1.186520e-11</td>\n",
       "      <td>14.0</td>\n",
       "      <td>1.9</td>\n",
       "      <td>2.3</td>\n",
       "      <td>24.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>LEDA138501</td>\n",
       "      <td>32.41</td>\n",
       "      <td>52.44</td>\n",
       "      <td>1.950000e-11</td>\n",
       "      <td>34.0</td>\n",
       "      <td>4.4</td>\n",
       "      <td>0.968211</td>\n",
       "      <td>1.2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5.437955e-13</td>\n",
       "      <td>9.752545e-12</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>21.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>LEDA86269</td>\n",
       "      <td>71.04</td>\n",
       "      <td>28.22</td>\n",
       "      <td>1.760000e-11</td>\n",
       "      <td>39.0</td>\n",
       "      <td>4.4</td>\n",
       "      <td>0.961709</td>\n",
       "      <td>1.2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.284312e-13</td>\n",
       "      <td>1.044874e-11</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>26.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>NGC5252</td>\n",
       "      <td>204.57</td>\n",
       "      <td>4.54</td>\n",
       "      <td>3.650000e-11</td>\n",
       "      <td>32.0</td>\n",
       "      <td>3.6</td>\n",
       "      <td>0.871702</td>\n",
       "      <td>1.1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.556141e-13</td>\n",
       "      <td>1.254374e-11</td>\n",
       "      <td>7.0</td>\n",
       "      <td>0.7</td>\n",
       "      <td>0.9</td>\n",
       "      <td>28.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>3C382</td>\n",
       "      <td>278.76</td>\n",
       "      <td>32.70</td>\n",
       "      <td>2.620000e-11</td>\n",
       "      <td>33.0</td>\n",
       "      <td>4.4</td>\n",
       "      <td>0.854298</td>\n",
       "      <td>1.1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.197741e-13</td>\n",
       "      <td>9.368791e-12</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>23.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>NGC4388</td>\n",
       "      <td>186.44</td>\n",
       "      <td>12.66</td>\n",
       "      <td>1.079000e-10</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>0.810357</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.985105e-13</td>\n",
       "      <td>1.111843e-11</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>26.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>LEDA168563</td>\n",
       "      <td>73.02</td>\n",
       "      <td>49.55</td>\n",
       "      <td>2.150000e-11</td>\n",
       "      <td>2.0</td>\n",
       "      <td>1.8</td>\n",
       "      <td>0.809220</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.909903e-13</td>\n",
       "      <td>8.830150e-12</td>\n",
       "      <td>2.0</td>\n",
       "      <td>0.6</td>\n",
       "      <td>0.7</td>\n",
       "      <td>19.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>Ark120</td>\n",
       "      <td>79.05</td>\n",
       "      <td>-0.15</td>\n",
       "      <td>2.750000e-11</td>\n",
       "      <td>27.0</td>\n",
       "      <td>4.4</td>\n",
       "      <td>0.751424</td>\n",
       "      <td>0.9</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.155911e-13</td>\n",
       "      <td>1.244046e-11</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>24.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>Z164-19</td>\n",
       "      <td>221.40</td>\n",
       "      <td>27.03</td>\n",
       "      <td>8.810000e-11</td>\n",
       "      <td>3.0</td>\n",
       "      <td>1.9</td>\n",
       "      <td>0.741992</td>\n",
       "      <td>0.9</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.582730e-13</td>\n",
       "      <td>8.949884e-12</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>22.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>3C445</td>\n",
       "      <td>335.96</td>\n",
       "      <td>-2.10</td>\n",
       "      <td>2.020000e-11</td>\n",
       "      <td>14.0</td>\n",
       "      <td>4.4</td>\n",
       "      <td>0.694606</td>\n",
       "      <td>0.8</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.030776e-13</td>\n",
       "      <td>1.240683e-11</td>\n",
       "      <td>2.0</td>\n",
       "      <td>0.5</td>\n",
       "      <td>0.5</td>\n",
       "      <td>20.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>NGC5548</td>\n",
       "      <td>214.50</td>\n",
       "      <td>25.14</td>\n",
       "      <td>2.700000e-11</td>\n",
       "      <td>17.0</td>\n",
       "      <td>3.2</td>\n",
       "      <td>0.674836</td>\n",
       "      <td>0.8</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.358135e-13</td>\n",
       "      <td>8.576656e-12</td>\n",
       "      <td>7.0</td>\n",
       "      <td>0.9</td>\n",
       "      <td>1.2</td>\n",
       "      <td>22.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>Mrk6</td>\n",
       "      <td>103.05</td>\n",
       "      <td>74.43</td>\n",
       "      <td>2.150000e-11</td>\n",
       "      <td>10.0</td>\n",
       "      <td>2.8</td>\n",
       "      <td>0.613628</td>\n",
       "      <td>0.7</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6.835170e-13</td>\n",
       "      <td>8.817671e-12</td>\n",
       "      <td>9.0</td>\n",
       "      <td>1.1</td>\n",
       "      <td>1.4</td>\n",
       "      <td>19.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>NGC3516</td>\n",
       "      <td>166.70</td>\n",
       "      <td>72.57</td>\n",
       "      <td>4.170000e-11</td>\n",
       "      <td>34.0</td>\n",
       "      <td>4.4</td>\n",
       "      <td>0.587832</td>\n",
       "      <td>0.6</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6.782500e-13</td>\n",
       "      <td>8.672913e-12</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>21.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>UGC11910</td>\n",
       "      <td>331.76</td>\n",
       "      <td>10.23</td>\n",
       "      <td>2.200000e-11</td>\n",
       "      <td>21.0</td>\n",
       "      <td>4.4</td>\n",
       "      <td>0.561322</td>\n",
       "      <td>0.6</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.368054e-13</td>\n",
       "      <td>8.785894e-12</td>\n",
       "      <td>6.0</td>\n",
       "      <td>0.7</td>\n",
       "      <td>0.9</td>\n",
       "      <td>22.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>4C+50.55</td>\n",
       "      <td>321.16</td>\n",
       "      <td>50.97</td>\n",
       "      <td>7.730000e-11</td>\n",
       "      <td>9.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>0.561268</td>\n",
       "      <td>0.6</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.105657e-13</td>\n",
       "      <td>6.779860e-12</td>\n",
       "      <td>8.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.2</td>\n",
       "      <td>16.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>IGRJ21277+5656</td>\n",
       "      <td>321.94</td>\n",
       "      <td>56.94</td>\n",
       "      <td>1.670000e-11</td>\n",
       "      <td>4.0</td>\n",
       "      <td>2.4</td>\n",
       "      <td>0.557682</td>\n",
       "      <td>0.6</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.256872e-13</td>\n",
       "      <td>6.786620e-12</td>\n",
       "      <td>6.0</td>\n",
       "      <td>0.9</td>\n",
       "      <td>1.1</td>\n",
       "      <td>17.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>Mrk1040</td>\n",
       "      <td>37.06</td>\n",
       "      <td>31.31</td>\n",
       "      <td>2.370000e-11</td>\n",
       "      <td>16.0</td>\n",
       "      <td>4.4</td>\n",
       "      <td>0.505484</td>\n",
       "      <td>0.5</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.113329e-13</td>\n",
       "      <td>6.967543e-12</td>\n",
       "      <td>3.0</td>\n",
       "      <td>0.6</td>\n",
       "      <td>0.7</td>\n",
       "      <td>17.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>3C111</td>\n",
       "      <td>64.59</td>\n",
       "      <td>38.03</td>\n",
       "      <td>4.130000e-11</td>\n",
       "      <td>12.0</td>\n",
       "      <td>4.4</td>\n",
       "      <td>0.426343</td>\n",
       "      <td>0.3</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.067985e-13</td>\n",
       "      <td>5.933125e-12</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>15.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>Mrk1210</td>\n",
       "      <td>121.02</td>\n",
       "      <td>5.11</td>\n",
       "      <td>2.360000e-11</td>\n",
       "      <td>9.0</td>\n",
       "      <td>4.4</td>\n",
       "      <td>0.354294</td>\n",
       "      <td>0.1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.727028e-13</td>\n",
       "      <td>7.249699e-12</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>18.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>NGC1142</td>\n",
       "      <td>43.80</td>\n",
       "      <td>-0.18</td>\n",
       "      <td>4.050000e-11</td>\n",
       "      <td>6.0</td>\n",
       "      <td>3.7</td>\n",
       "      <td>0.339723</td>\n",
       "      <td>0.1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.530270e-13</td>\n",
       "      <td>7.574539e-12</td>\n",
       "      <td>2.0</td>\n",
       "      <td>0.4</td>\n",
       "      <td>0.3</td>\n",
       "      <td>16.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>NGC7682</td>\n",
       "      <td>352.27</td>\n",
       "      <td>3.53</td>\n",
       "      <td>1.990000e-11</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2.8</td>\n",
       "      <td>0.331942</td>\n",
       "      <td>0.1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.641426e-13</td>\n",
       "      <td>6.959603e-12</td>\n",
       "      <td>2.0</td>\n",
       "      <td>0.6</td>\n",
       "      <td>0.7</td>\n",
       "      <td>17.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>NGC7603</td>\n",
       "      <td>349.74</td>\n",
       "      <td>0.24</td>\n",
       "      <td>1.870000e-11</td>\n",
       "      <td>2.0</td>\n",
       "      <td>4.4</td>\n",
       "      <td>0.300797</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.455885e-13</td>\n",
       "      <td>6.836282e-12</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>15.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34</th>\n",
       "      <td>3C390.3</td>\n",
       "      <td>280.54</td>\n",
       "      <td>79.77</td>\n",
       "      <td>3.660000e-11</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4.4</td>\n",
       "      <td>0.004829</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6.687364e-13</td>\n",
       "      <td>9.371125e-12</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>13.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35</th>\n",
       "      <td>4C+74.26</td>\n",
       "      <td>310.66</td>\n",
       "      <td>75.13</td>\n",
       "      <td>2.000000e-11</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4.4</td>\n",
       "      <td>0.001566</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.505081e-13</td>\n",
       "      <td>4.980510e-12</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>12.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36</th>\n",
       "      <td>NGC6240</td>\n",
       "      <td>253.25</td>\n",
       "      <td>2.40</td>\n",
       "      <td>1.289000e-10</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4.4</td>\n",
       "      <td>0.001500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.368661e-13</td>\n",
       "      <td>5.744417e-12</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>15.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>37</th>\n",
       "      <td>NGC3227</td>\n",
       "      <td>155.88</td>\n",
       "      <td>19.87</td>\n",
       "      <td>4.160000e-11</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4.4</td>\n",
       "      <td>0.001472</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.900912e-13</td>\n",
       "      <td>4.766535e-12</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>15.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>38</th>\n",
       "      <td>IRAS05589+2828</td>\n",
       "      <td>90.54</td>\n",
       "      <td>28.47</td>\n",
       "      <td>2.640000e-11</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4.4</td>\n",
       "      <td>0.001443</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.211825e-13</td>\n",
       "      <td>4.278072e-12</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>13.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>39</th>\n",
       "      <td>Mrk79</td>\n",
       "      <td>115.64</td>\n",
       "      <td>49.81</td>\n",
       "      <td>1.820000e-11</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4.4</td>\n",
       "      <td>0.001380</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.043745e-13</td>\n",
       "      <td>4.478060e-12</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>12.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>40</th>\n",
       "      <td>2MASXJ20145928+2523010</td>\n",
       "      <td>303.75</td>\n",
       "      <td>25.38</td>\n",
       "      <td>2.700000e-11</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4.4</td>\n",
       "      <td>0.001370</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.033487e-13</td>\n",
       "      <td>4.279697e-12</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>13.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>41</th>\n",
       "      <td>IRAS05078+1626</td>\n",
       "      <td>77.69</td>\n",
       "      <td>16.50</td>\n",
       "      <td>3.370000e-11</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4.4</td>\n",
       "      <td>0.001330</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.778885e-13</td>\n",
       "      <td>4.601743e-12</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>13.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>42</th>\n",
       "      <td>Mrk110</td>\n",
       "      <td>141.30</td>\n",
       "      <td>52.29</td>\n",
       "      <td>2.120000e-11</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4.4</td>\n",
       "      <td>0.001292</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.037246e-13</td>\n",
       "      <td>4.461139e-12</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>12.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>43</th>\n",
       "      <td>NGC4102</td>\n",
       "      <td>181.60</td>\n",
       "      <td>52.71</td>\n",
       "      <td>2.240000e-11</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2.2</td>\n",
       "      <td>0.001253</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.073547e-13</td>\n",
       "      <td>4.654158e-12</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>15.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>44</th>\n",
       "      <td>NGC7319</td>\n",
       "      <td>339.01</td>\n",
       "      <td>33.98</td>\n",
       "      <td>1.700000e-11</td>\n",
       "      <td>0.0</td>\n",
       "      <td>3.6</td>\n",
       "      <td>0.001234</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.346723e-13</td>\n",
       "      <td>4.124488e-12</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.5</td>\n",
       "      <td>0.4</td>\n",
       "      <td>13.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>45</th>\n",
       "      <td>NGC4051</td>\n",
       "      <td>180.79</td>\n",
       "      <td>44.53</td>\n",
       "      <td>1.750000e-11</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4.4</td>\n",
       "      <td>0.001165</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.698614e-13</td>\n",
       "      <td>4.306764e-12</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>17.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>46</th>\n",
       "      <td>UGC3374</td>\n",
       "      <td>88.72</td>\n",
       "      <td>46.44</td>\n",
       "      <td>4.940000e-11</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4.4</td>\n",
       "      <td>0.001083</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.728132e-13</td>\n",
       "      <td>4.201474e-12</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>12.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>47</th>\n",
       "      <td>Mrk3</td>\n",
       "      <td>93.90</td>\n",
       "      <td>71.04</td>\n",
       "      <td>8.980000e-11</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4.4</td>\n",
       "      <td>0.000978</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.486280e-13</td>\n",
       "      <td>3.967735e-12</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>11.0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "               Source Name    R.A.   Dec.   F20-50-intr  n$_\\mathrm{s}$  \\\n",
       "0                  NGC1068   40.67  -0.01  7.720000e-11           102.0   \n",
       "1                  NGC7469  345.82   8.87  2.690000e-11             5.0   \n",
       "2                  NGC4151  182.64  39.41  1.809000e-10            28.0   \n",
       "3              CGCG420-015   73.36   4.06  1.770000e-11            35.0   \n",
       "4                  CygnusA  299.87  40.73  4.930000e-11             3.0   \n",
       "5               LEDA166445   42.68  54.70  1.610000e-11            57.0   \n",
       "6                  NGC4992  197.27  11.63  2.340000e-11            27.0   \n",
       "7                  NGC1194   45.95  -1.10  3.870000e-11            43.0   \n",
       "8                  Mrk1498  247.02  51.78  1.860000e-11            40.0   \n",
       "9               MCG+4-48-2  307.15  25.73  4.320000e-11            37.0   \n",
       "10                 NGC3079  150.49  55.68  3.330000e-11            34.0   \n",
       "11                  Mrk417  162.38  22.96  1.730000e-11             4.0   \n",
       "12               Q0241+622   41.24  62.47  3.450000e-11            17.0   \n",
       "13              LEDA138501   32.41  52.44  1.950000e-11            34.0   \n",
       "14               LEDA86269   71.04  28.22  1.760000e-11            39.0   \n",
       "15                 NGC5252  204.57   4.54  3.650000e-11            32.0   \n",
       "16                   3C382  278.76  32.70  2.620000e-11            33.0   \n",
       "17                 NGC4388  186.44  12.66  1.079000e-10             2.0   \n",
       "18              LEDA168563   73.02  49.55  2.150000e-11             2.0   \n",
       "19                  Ark120   79.05  -0.15  2.750000e-11            27.0   \n",
       "20                 Z164-19  221.40  27.03  8.810000e-11             3.0   \n",
       "21                   3C445  335.96  -2.10  2.020000e-11            14.0   \n",
       "22                 NGC5548  214.50  25.14  2.700000e-11            17.0   \n",
       "23                    Mrk6  103.05  74.43  2.150000e-11            10.0   \n",
       "24                 NGC3516  166.70  72.57  4.170000e-11            34.0   \n",
       "25                UGC11910  331.76  10.23  2.200000e-11            21.0   \n",
       "26                4C+50.55  321.16  50.97  7.730000e-11             9.0   \n",
       "27          IGRJ21277+5656  321.94  56.94  1.670000e-11             4.0   \n",
       "28                 Mrk1040   37.06  31.31  2.370000e-11            16.0   \n",
       "29                   3C111   64.59  38.03  4.130000e-11            12.0   \n",
       "30                 Mrk1210  121.02   5.11  2.360000e-11             9.0   \n",
       "31                 NGC1142   43.80  -0.18  4.050000e-11             6.0   \n",
       "32                 NGC7682  352.27   3.53  1.990000e-11             1.0   \n",
       "33                 NGC7603  349.74   0.24  1.870000e-11             2.0   \n",
       "34                 3C390.3  280.54  79.77  3.660000e-11             0.0   \n",
       "35                4C+74.26  310.66  75.13  2.000000e-11             0.0   \n",
       "36                 NGC6240  253.25   2.40  1.289000e-10             0.0   \n",
       "37                 NGC3227  155.88  19.87  4.160000e-11             0.0   \n",
       "38          IRAS05589+2828   90.54  28.47  2.640000e-11             0.0   \n",
       "39                   Mrk79  115.64  49.81  1.820000e-11             0.0   \n",
       "40  2MASXJ20145928+2523010  303.75  25.38  2.700000e-11             0.0   \n",
       "41          IRAS05078+1626   77.69  16.50  3.370000e-11             0.0   \n",
       "42                  Mrk110  141.30  52.29  2.120000e-11             0.0   \n",
       "43                 NGC4102  181.60  52.71  2.240000e-11             0.0   \n",
       "44                 NGC7319  339.01  33.98  1.700000e-11             0.0   \n",
       "45                 NGC4051  180.79  44.53  1.750000e-11             0.0   \n",
       "46                 UGC3374   88.72  46.44  4.940000e-11             0.0   \n",
       "47                    Mrk3   93.90  71.04  8.980000e-11             0.0   \n",
       "\n",
       "    $\\gamma$  -log10pval  n_sigma  n_sigma_post  $\\phi_{90\\%}^{E^{-2}}$  \\\n",
       "0        3.4    6.651360      5.0           NaN            6.602496e-13   \n",
       "1        1.9    4.103911      3.8      2.381454            6.253063e-13   \n",
       "2        2.7    2.945047      3.1           NaN            8.458273e-13   \n",
       "3        2.7    2.442268      2.7           NaN            4.254756e-13   \n",
       "4        1.6    2.184256      2.5           NaN            7.463289e-13   \n",
       "5        4.4    1.769471      2.1           NaN            7.579552e-13   \n",
       "6        2.9    1.626501      2.0           NaN            4.062950e-13   \n",
       "7        4.4    1.463420      1.8           NaN            2.951024e-13   \n",
       "8        3.6    1.394877      1.7           NaN            6.532502e-13   \n",
       "9        3.2    1.392371      1.7           NaN            4.931272e-13   \n",
       "10       3.6    1.313145      1.7           NaN            6.638573e-13   \n",
       "11       1.9    1.298943      1.6           NaN            4.447667e-13   \n",
       "12       2.8    1.219354      1.6           NaN            7.800360e-13   \n",
       "13       4.4    0.968211      1.2           NaN            5.437955e-13   \n",
       "14       4.4    0.961709      1.2           NaN            4.284312e-13   \n",
       "15       3.6    0.871702      1.1           NaN            2.556141e-13   \n",
       "16       4.4    0.854298      1.1           NaN            4.197741e-13   \n",
       "17       2.0    0.810357      1.0           NaN            2.985105e-13   \n",
       "18       1.8    0.809220      1.0           NaN            4.909903e-13   \n",
       "19       4.4    0.751424      0.9           NaN            2.155911e-13   \n",
       "20       1.9    0.741992      0.9           NaN            3.582730e-13   \n",
       "21       4.4    0.694606      0.8           NaN            2.030776e-13   \n",
       "22       3.2    0.674836      0.8           NaN            3.358135e-13   \n",
       "23       2.8    0.613628      0.7           NaN            6.835170e-13   \n",
       "24       4.4    0.587832      0.6           NaN            6.782500e-13   \n",
       "25       4.4    0.561322      0.6           NaN            2.368054e-13   \n",
       "26       3.0    0.561268      0.6           NaN            4.105657e-13   \n",
       "27       2.4    0.557682      0.6           NaN            4.256872e-13   \n",
       "28       4.4    0.505484      0.5           NaN            3.113329e-13   \n",
       "29       4.4    0.426343      0.3           NaN            3.067985e-13   \n",
       "30       4.4    0.354294      0.1           NaN            1.727028e-13   \n",
       "31       3.7    0.339723      0.1           NaN            1.530270e-13   \n",
       "32       2.8    0.331942      0.1           NaN            1.641426e-13   \n",
       "33       4.4    0.300797      0.0           NaN            1.455885e-13   \n",
       "34       4.4    0.004829      0.0           NaN            6.687364e-13   \n",
       "35       4.4    0.001566      0.0           NaN            4.505081e-13   \n",
       "36       4.4    0.001500      0.0           NaN            1.368661e-13   \n",
       "37       4.4    0.001472      0.0           NaN            1.900912e-13   \n",
       "38       4.4    0.001443      0.0           NaN            2.211825e-13   \n",
       "39       4.4    0.001380      0.0           NaN            3.043745e-13   \n",
       "40       4.4    0.001370      0.0           NaN            2.033487e-13   \n",
       "41       4.4    0.001330      0.0           NaN            1.778885e-13   \n",
       "42       4.4    0.001292      0.0           NaN            3.037246e-13   \n",
       "43       2.2    0.001253      0.0           NaN            3.073547e-13   \n",
       "44       3.6    0.001234      0.0           NaN            2.346723e-13   \n",
       "45       4.4    0.001165      0.0           NaN            2.698614e-13   \n",
       "46       4.4    0.001083      0.0           NaN            2.728132e-13   \n",
       "47       4.4    0.000978      0.0           NaN            3.486280e-13   \n",
       "\n",
       "    $\\phi_{90\\%}^{E^{-3}}$  n$_\\mathrm{s}^{\\mathrm{Model}}$  -log10pval_Model  \\\n",
       "0             3.855628e-11                             48.0               5.8   \n",
       "1             2.657272e-11                              7.0               0.9   \n",
       "2             1.780938e-11                             23.0               3.0   \n",
       "3             2.221242e-11                             33.0               3.4   \n",
       "4             1.538283e-11                              1.0               0.5   \n",
       "5             1.369244e-11                              0.0              -0.0   \n",
       "6             1.620053e-11                             22.0               2.5   \n",
       "7             1.819637e-11                              1.0               0.4   \n",
       "8             1.205359e-11                              8.0               1.0   \n",
       "9             1.303010e-11                             17.0               1.6   \n",
       "10            1.171989e-11                             16.0               1.3   \n",
       "11            1.275835e-11                              5.0               1.0   \n",
       "12            1.186520e-11                             14.0               1.9   \n",
       "13            9.752545e-12                              0.0              -0.0   \n",
       "14            1.044874e-11                              0.0              -0.0   \n",
       "15            1.254374e-11                              7.0               0.7   \n",
       "16            9.368791e-12                              0.0              -0.0   \n",
       "17            1.111843e-11                              0.0              -0.0   \n",
       "18            8.830150e-12                              2.0               0.6   \n",
       "19            1.244046e-11                              0.0              -0.0   \n",
       "20            8.949884e-12                              0.0              -0.0   \n",
       "21            1.240683e-11                              2.0               0.5   \n",
       "22            8.576656e-12                              7.0               0.9   \n",
       "23            8.817671e-12                              9.0               1.1   \n",
       "24            8.672913e-12                              0.0              -0.0   \n",
       "25            8.785894e-12                              6.0               0.7   \n",
       "26            6.779860e-12                              8.0               1.0   \n",
       "27            6.786620e-12                              6.0               0.9   \n",
       "28            6.967543e-12                              3.0               0.6   \n",
       "29            5.933125e-12                              0.0              -0.0   \n",
       "30            7.249699e-12                              0.0              -0.0   \n",
       "31            7.574539e-12                              2.0               0.4   \n",
       "32            6.959603e-12                              2.0               0.6   \n",
       "33            6.836282e-12                              0.0              -0.0   \n",
       "34            9.371125e-12                              0.0              -0.0   \n",
       "35            4.980510e-12                              0.0              -0.0   \n",
       "36            5.744417e-12                              0.0              -0.0   \n",
       "37            4.766535e-12                              0.0              -0.0   \n",
       "38            4.278072e-12                              0.0              -0.0   \n",
       "39            4.478060e-12                              0.0              -0.0   \n",
       "40            4.279697e-12                              0.0              -0.0   \n",
       "41            4.601743e-12                              0.0              -0.0   \n",
       "42            4.461139e-12                              0.0              -0.0   \n",
       "43            4.654158e-12                              0.0              -0.0   \n",
       "44            4.124488e-12                              1.0               0.5   \n",
       "45            4.306764e-12                              0.0              -0.0   \n",
       "46            4.201474e-12                              0.0              -0.0   \n",
       "47            3.967735e-12                              0.0              -0.0   \n",
       "\n",
       "    n_sigma_Model  $n_{s}{_{90\\%}}^{\\mathrm{Model}}$  \n",
       "0             4.7                               73.0  \n",
       "1             1.1                               58.0  \n",
       "2             3.1                               45.0  \n",
       "3             3.4                               46.0  \n",
       "4             0.5                               34.0  \n",
       "5             0.0                               30.0  \n",
       "6             2.7                               36.0  \n",
       "7             0.3                               33.0  \n",
       "8             1.3                               25.0  \n",
       "9             2.0                               31.0  \n",
       "10            1.6                               37.0  \n",
       "11            1.3                               28.0  \n",
       "12            2.3                               24.0  \n",
       "13            0.0                               21.0  \n",
       "14            0.0                               26.0  \n",
       "15            0.9                               28.0  \n",
       "16            0.0                               23.0  \n",
       "17            0.0                               26.0  \n",
       "18            0.7                               19.0  \n",
       "19            0.0                               24.0  \n",
       "20            0.0                               22.0  \n",
       "21            0.5                               20.0  \n",
       "22            1.2                               22.0  \n",
       "23            1.4                               19.0  \n",
       "24            0.0                               21.0  \n",
       "25            0.9                               22.0  \n",
       "26            1.2                               16.0  \n",
       "27            1.1                               17.0  \n",
       "28            0.7                               17.0  \n",
       "29            0.0                               15.0  \n",
       "30            0.0                               18.0  \n",
       "31            0.3                               16.0  \n",
       "32            0.7                               17.0  \n",
       "33            0.0                               15.0  \n",
       "34            0.0                               13.0  \n",
       "35            0.0                               12.0  \n",
       "36            0.0                               15.0  \n",
       "37            0.0                               15.0  \n",
       "38            0.0                               13.0  \n",
       "39            0.0                               12.0  \n",
       "40            0.0                               13.0  \n",
       "41            0.0                               13.0  \n",
       "42            0.0                               12.0  \n",
       "43            0.0                               15.0  \n",
       "44            0.4                               13.0  \n",
       "45            0.0                               17.0  \n",
       "46            0.0                               12.0  \n",
       "47            0.0                               11.0  "
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "xray_bright_results"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "f3c8cc5f",
   "metadata": {},
   "outputs": [],
   "source": []
  }
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